Stefano Soatto

Q: What Schools Are Affiliated With Stefano Soatto

Stefano Soatto is affiliated with the following schools: California Institute of Technology, University of California, Los Angeles, University of Padua

Stefano Soatto's AcademicInfluence.com Rankings

Stefano Soatto

Engineering

#624

World Rank

#1021

Historical Rank

Electrical Engineering

#158

World Rank

#185

Historical Rank

engineering Degrees

Stefano Soatto

Computer Science

#1504

World Rank

#1557

Historical Rank

Algorithms

#65

World Rank

#65

Historical Rank

Machine Learning

#152

World Rank

#153

Historical Rank

Database

#985

World Rank

#1037

Historical Rank

computer-science Degrees

Download Badge

Engineering
Computer Science

Why Is Stefano Soatto Influential?

(Suggest an Edit or Addition)

According to Wikipedia, Stefano Soatto is professor of computer science at the University of California, Los Angeles , in Los Angeles, CA, where he is also professor of electrical engineering and founding director of the UCLA Vision Lab.

(See a Problem?)

Stefano Soatto's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Dynamic Textures (2003) (1143)
An Invitation to 3-D Vision: From Images to Geometric Models (2003) (1109)
An Invitation to 3-D Vision (2004) (1075)
Meta-Learning With Differentiable Convex Optimization (2019) (876)
Quick Shift and Kernel Methods for Mode Seeking (2008) (849)
Class segmentation and object localization with superpixel neighborhoods (2009) (719)
Entropy-SGD: biasing gradient descent into wide valleys (2016) (594)
Visual-inertial navigation, mapping and localization: A scalable real-time causal approach (2011) (462)
Kernel Density Estimation and Intrinsic Alignment for Shape Priors in Level Set Segmentation (2006) (396)
FDA: Fourier Domain Adaptation for Semantic Segmentation (2020) (393)
A Baseline for Few-Shot Image Classification (2019) (375)
Emergence of Invariance and Disentanglement in Deep Representations (2017) (370)
Dynamic texture recognition (2001) (368)
Structure from Motion Causally Integrated Over Time (2002) (355)
Motion estimation via dynamic vision (1994) (324)
Information Dropout: Learning Optimal Representations Through Noisy Computation (2016) (323)
An algebraic geometric approach to the identification of a class of linear hybrid systems (2003) (316)
Proceedings. 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (2005) (306)
A geometric approach to shape from defocus (2005) (276)
Observability of Linear Hybrid Systems (2003) (275)
Motion Competition: A Variational Approach to Piecewise Parametric Motion Segmentation (2005) (274)
Integral Invariants for Shape Matching (2006) (269)
Discovering discriminative action parts from mid-level video representations (2012) (256)
Stochastic Gradient Descent Performs Variational Inference, Converges to Limit Cycles for Deep Networks (2017) (252)
Localizing Objects with Smart Dictionaries (2008) (242)
Real-time feature tracking and outlier rejection with changes in illumination (2001) (210)
Dynamic texture segmentation (2003) (204)
Observability and identifiability of jump linear systems (2002) (200)
Task2Vec: Task Embedding for Meta-Learning (2019) (197)
Face Verification Across Age Progression Using Discriminative Methods (2010) (196)
Recognition of human gaits (2001) (179)
Two-View Multibody Structure from Motion (2006) (174)
Deformotion: Deforming Motion, Shape Average and the Joint Registration and Approximation of Structures in Images (2003) (172)
Domain-size pooling in local descriptors: DSP-SIFT (2014) (170)
A Study of Face Recognition as People Age (2007) (169)
Stereoscopic Segmentation (2003) (169)
Tracklet Descriptors for Action Modeling and Video Analysis (2010) (166)
Shape from Defocus via Diffusion (2008) (153)
Optimal Structure from Motion: Local Ambiguities and Global Estimates (1998) (152)
Multi-View Stereo Reconstruction of Dense Shape and Complex Appearance (2005) (150)
Conference on Computer Vision and Pattern Recognition (2005) (137)
Sparse Occlusion Detection with Optical Flow (2012) (137)
A Pseudo-distance for Shape Priors in Level Set Segmentation (2003) (136)
Causal video object segmentation from persistence of occlusions (2015) (136)
Intent-aware long-term prediction of pedestrian motion (2016) (136)
Fast Human Pose Estimation using Appearance and Motion via Multi-Dimensional Boosting Regression (2007) (135)
Multi-view stereo beyond Lambert (2003) (134)
Few-Shot Learning With Embedded Class Models and Shot-Free Meta Training (2019) (132)
Integral Invariant Signatures (2004) (131)
A semi-direct approach to structure from motion (2001) (130)
Deep relaxation: partial differential equations for optimizing deep neural networks (2017) (127)
Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks (2019) (126)
Proximity Distribution Kernels for Geometric Context in Category Recognition (2007) (115)
On the Emergence of Invariance and Disentangling in Deep Representations (2017) (114)
Analysis of universal adversarial perturbations (2017) (112)
Structured Prediction as Translation between Augmented Natural Languages (2021) (112)
Mathematics of Deep Learning (2017) (107)
Reducing "Structure From Motion": A General Framework for Dynamic Vision Part 1: Modeling (1998) (106)
Observing Shape from Defocused Images (1999) (103)
Empirical Study of the Topology and Geometry of Deep Networks (2018) (97)
A New Geometric Metric in the Space of Curves, and Applications to Tracking Deforming Objects by Prediction and Filtering (2011) (97)
Critical Learning Periods in Deep Networks (2018) (94)
Dense Depth Posterior (DDP) From Single Image and Sparse Range (2019) (93)
Relevant Feature Selection for Human Pose Estimation and Localization in Cluttered Images (2008) (92)
Editable dynamic textures (2002) (92)
Actionable information in vision (2009) (89)
Unsupervised Domain Adaptation via Regularized Conditional Alignment (2019) (88)
DEFORMOTION: Deforming Motion, Shape Average and the Joint Registration and Segmentation of Images (2002) (88)
Motion Competition: A variational framework for piecewise parametric motion segmentation (2005) (88)
Mono3D++: Monocular 3D Vehicle Detection with Two-Scale 3D Hypotheses and Task Priors (2019) (88)
Control Theory and Fast Marching Techniques for Brain Connectivity Mapping (2006) (85)
Tales of shape and radiance in multiview stereo (2003) (85)
Unsupervised Moving Object Detection via Contextual Information Separation (2019) (85)
Really Quick Shift: Image Segmentation on a GPU (2010) (82)
Kernel Density Estimation and Intrinsic Alignment for Knowledge-Driven Segmentation: Teaching Level Sets to Walk (2004) (82)
Tracking deformable moving objects under severe occlusions (2004) (81)
Variational space-time motion segmentation (2003) (80)
Background Subtraction on Distributions (2008) (80)
3-D Shape Estimation and Image Restoration - Exploiting Defocus and Motion Blur (2006) (78)
Direct Sparse Deblurring (2010) (78)
Rethinking the Hyperparameters for Fine-tuning (2020) (75)
Recursive 3-D Visual Motion Estimation Using Subspace Constraints (1997) (75)
ARCH++: Animation-Ready Clothed Human Reconstruction Revisited (2021) (74)
Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction (2020) (72)
Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence (2019) (71)
Phase Consistent Ecological Domain Adaptation (2020) (71)
3-D Structure from Visual Motion: Modeling, Representation and Observability (1997) (71)
Recursive motion and structure estimation with complete error characterization (1993) (70)
3-D Motion and Structure from 2-D Motion Causally Integrated over Time: Implementation (2000) (69)
Classification and Recognition of Dynamical Models: The Role of Phase, Independent Components, Kernels and Optimal Transport (2007) (68)
Two-View Segmentation of Dynamic Scenes from the Multibody Fundamental Matrix (2002) (67)
Meta-Q-Learning (2019) (67)
3-D Reconstruction of Shaded Objects from Multiple Images Under Unknown Illumination (2008) (65)
Adaptive Regularization With the Structure Tensor (2015) (65)
Shedding light on stereoscopic segmentation (2004) (65)
Critical Learning Periods in Deep Neural Networks (2017) (64)
Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction (2019) (64)
Seeing beyond occlusions (and other marvels of a finite lens aperture) (2003) (62)
Steps Towards a Theory of Visual Information: Active Perception, Signal-to-Symbol Conversion and the Interplay Between Sensing and Control (2011) (61)
Features for recognition: viewpoint invariance for non-planar scenes (2005) (61)
A Fast RANSAC-Based Registration Algorithm for Accurate Localization in Unknown Environments using LIDAR Measurements (2007) (60)
Shape Matching Using Multiscale Integral Invariants (2015) (60)
KALMANSAC: robust filtering by consensus (2005) (60)
Where is the Information in a Deep Neural Network? (2019) (60)
Forgetting Outside the Box: Scrubbing Deep Networks of Information Accessible from Input-Output Observations (2020) (60)
On the set of images modulo viewpoint and contrast changes (2009) (59)
Inertial Structure From Motion with Autocalibration (2007) (57)
A variational approach to scene reconstruction and image segmentation from motion-blur cues (2004) (57)
Detecting Humans via Their Pose (2006) (56)
Reducing "Structure From Motion": A General Framework for Dynamic Vision Part 2: Implementation and Experimental Assessment (1998) (56)
Video stabilization of atmospheric turbulence distortion (2013) (55)
Euclidean Reconstruction and Reprojection Up to Subgroups (1999) (55)
Real-time 3D motion and structure of point features: a front-end system for vision-based control and interaction (2000) (55)
Exponential Moving Average Normalization for Self-supervised and Semi-supervised Learning (2021) (54)
Unsupervised Depth Completion From Visual Inertial Odometry (2019) (54)
Visual Representations: Defining Properties and Deep Approximations (2014) (53)
Learning Shape from Defocus (2002) (53)
Estimation of 3D Surface Shape and Smooth Radiance from 2D Images: A Level Set Approach (2003) (53)
Geo-Supervised Visual Depth Prediction (2018) (53)
MFM": 3-D motion from 2-D motion causally integrated over time (2000) (52)
Warping background subtraction (2010) (52)
Toward Understanding Catastrophic Forgetting in Continual Learning (2019) (51)
Occlusion Detection and Motion Estimation with Convex Optimization (2010) (51)
Towards Backward-Compatible Representation Learning (2020) (51)
Mixed-Privacy Forgetting in Deep Networks (2020) (50)
Structure from motion for scenes without features (2003) (50)
Multiple View Feature Descriptors from Image Sequences via Kernel Principal Component Analysis (2004) (50)
Robustness of Classifiers to Universal Perturbations: A Geometric Perspective (2018) (50)
Variational multiframe stereo in the presence of specular reflections (2002) (47)
Motion segmentation with occlusions on the superpixel graph (2009) (47)
Spatially Homogeneous Dynamic Textures (2004) (47)
Classification regions of deep neural networks (2017) (47)
Heartbeat of a nest: Using imagers as biological sensors (2007) (46)
Local Features, All Grown Up (2006) (46)
Edge descriptors for robust wide-baseline correspondence (2008) (45)
Dynamic Shape and Appearance Modeling via Moving and Deforming Layers (2005) (44)
SmartLDWS: A robust and scalable lane departure warning system for the smartphones (2009) (44)
Motion Estimation on the Essential Manifold (1994) (44)
Efficient minimal-surface regularization of perspective depth maps in variational stereo (2015) (43)
Nonlocal Similarity Image Filtering (2009) (42)
Zero Shot Learning via Multi-scale Manifold Regularization (2017) (40)
Shape Representation based on Integral Kernels: Application to Image Matching and Segmentation (2006) (40)
ShapeFit and ShapeKick for Robust, Scalable Structure from Motion (2016) (40)
Visual-Inertial-Semantic Scene Representation for 3D Object Detection (2016) (39)
Dynamic Shape and Appearance Models (2006) (39)
Joint data alignment up to (lossy) transformations (2008) (39)
Detachable Object Detection: Segmentation and Depth Ordering from Short-Baseline Video (2011) (39)
Fast Marching Method for Generic Shape from Shading (2005) (39)
A lagrangian formulation of nonholonomic path following (1997) (38)
Video-based descriptors for object recognition (2011) (37)
The Information Complexity of Learning Tasks, their Structure and their Distance (2019) (36)
Region-Based Segmentation on Evolving Surfaces with Application to 3D Reconstruction of Shape and Piecewise Constant Radiance (2004) (36)
Scene and Motion Reconstruction from Defocused and Motion-Blurred Images via Anisotropic Diffusion (2004) (36)
Learning to Manipulate Individual Objects in an Image (2020) (35)
Unsupervised Depth Completion with Calibrated Backprojection Layers (2021) (35)
Conditional Prior Networks for Optical Flow (2018) (33)
Hybrid Dynamical Models of Human Motion for the Recognition of Human Gaits (2009) (33)
3D shape from anisotropic diffusion (2003) (32)
Shape and Radiance Estimation from the Information-Divergence of Blurred Images (2000) (32)
Applications of hybrid system identification in computer vision (2007) (32)
Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-identification (2017) (31)
A Linear Systems Approach to Imaging Through Turbulence (2013) (31)
Filtering Internet image search results towards keyword based category recognition (2008) (31)
Intraocular robotic interventional surgical system (IRISS): Semi‐automated OCT‐guided cataract removal (2018) (30)
Monte Carlo filtering on Lie groups (2000) (30)
The scale of a texture and its application to segmentation (2008) (30)
Boosting Convolutional Features for Robust Object Proposals (2015) (30)
Inpainting from multiple views (2002) (29)
Information Dropout: learning optimal representations through noise (2017) (29)
Three dimensional transparent structure segmentation and multiple 3D motion estimation from monocular perspective image sequences (1994) (28)
Nonrigid registration combining global and local statistics (2009) (28)
GeoNet: Deep Geodesic Networks for Point Cloud Analysis (2019) (28)
Biopsy needle detection in transrectal ultrasound (2011) (27)
Observability/identifiability of rigid motion under perspective projection (1994) (27)
DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping* (2021) (27)
Stereoscopic shading: integrating multi-frame shape cues in a variational framework (2000) (27)
Robust inference for visual-inertial sensor fusion (2014) (27)
Observability, identifiability and sensitivity of vision-aided inertial navigation (2015) (27)
Shape representation via harmonic embedding (2003) (26)
Multi-view feature engineering and learning (2015) (26)
Moving Forward in Structure From Motion (2007) (26)
Wide-Sense Estimation on the Special Orthogonal Group (2008) (26)
Region matching with missing parts (2002) (25)
Learning and matching multiscale template descriptors for real-time detection, localization and tracking (2011) (25)
Targeted Adversarial Perturbations for Monocular Depth Prediction (2020) (24)
Learning Topology From Synthetic Data for Unsupervised Depth Completion (2021) (24)
S2F: Slow-to-Fast Interpolator Flow (2017) (24)
On the energy landscape of deep networks (2015) (24)
Multi-task incremental learning for object detection (2020) (24)
Self-Occlusions and Disocclusions in Causal Video Object Segmentation (2015) (24)
Positive-Congruent Training: Towards Regression-Free Model Updates (2020) (23)
A linearized framework and a new benchmark for model selection for fine-tuning (2021) (23)
On exploiting occlusions in multiple-view geometry (2003) (22)
Gait recognition using dynamic affine invariants (2004) (22)
Simultaneous localization and mapping using multiple view feature descriptors (2004) (22)
Tracking deforming objects by filtering and prediction in the space of curves (2009) (22)
A model (In)validation approach to gait recognition (2002) (21)
Exploring Tradeoffs in Accuracy, Energy and Latency of Scale Invariant Feature Transform in Wireless Camera Networks (2007) (21)
Active Frame, Location, and Detector Selection for Automated and Manual Video Annotation (2014) (21)
Layered active appearance models (2005) (21)
Integral Invariants and Shape Matching (2006) (20)
Flexible Dictionaries for Action Classification (2008) (19)
A Complexity-Distortion Approach to Joint Pattern Alignment (2006) (19)
Variational methods for shape reconstruction in computer vision (2003) (19)
Control recognition bounds for visual learning and exploration (2012) (19)
Embedded Imagers: Detecting, Localizing, and Recognizing Objects and Events in Natural Habitats (2010) (19)
Parle: parallelizing stochastic gradient descent (2017) (19)
Visual Relationship Detection Using Part-and-Sum Transformers with Composite Queries (2021) (18)
Robust Poisson Surface Reconstruction (2015) (18)
SaaS: Speed as a Supervisor for Semi-supervised Learning (2018) (18)
A Separation Principle for Control in the Age of Deep Learning (2017) (18)
Visual-Inertial Object Detection and Mapping (2018) (18)
An Adaptive Framework for Learning Unsupervised Depth Completion (2021) (18)
Detachable Object Detection with Efficient Model Selection (2011) (18)
Relaxed matching kernels for robust image comparison (2008) (18)
Knowing a Good Feature When You See It: Ground Truth and Methodology to Evaluate Local Features for Recognition (2010) (18)
Recursive Motion Estimation on the Essential Manifold (1993) (18)
Structure-independent visual motion control on the essential manifold (1994) (18)
Perspective distortion modeling, learning and compensation (2015) (17)
Modeling and Synthesis of Facial Motion Driven by Speech (2004) (17)
A Power-Performance Approach to Comparing Sensor Families, with application to comparing neuromorphic to traditional vision sensors (2015) (16)
Mixed Differential Privacy in Computer Vision (2022) (16)
A Non-local Approach to Shape from Ambient Shading (2009) (16)
Fast Visual Feature Selection and Tracking in a Hybrid Reconfigurable Architecture (2004) (16)
OATM: Occlusion Aware Template Matching by Consensus Set Maximization (2018) (16)
DeepRadiologyNet: Radiologist Level Pathology Detection in CT Head Images (2017) (16)
Multimodal Registration via Spatial-Context Mutual Information (2011) (16)
Recursive estimation of camera motion from uncalibrated image sequences (1994) (16)
Dynamic textures: modeling, learning, synthesis, animation, segmentation, and recognition (2005) (16)
Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations (2020) (16)
LQF: Linear Quadratic Fine-Tuning (2020) (16)
Earth Mover Distance on superpixels (2010) (16)
The Effect of Gradient Noise on the Energy Landscape of Deep Networks (2015) (15)
Revisiting Contrastive Learning for Few-Shot Classification (2021) (15)
Mumford-Shah on the Move: Region-Based Segmentation on Deforming Manifolds with Application to 3-D Reconstruction of Shape and Appearance from Multi-View Images (2007) (15)
A geometric approach to blind deconvolution with application to shape from defocus (2000) (15)
Spike train driven dynamical models for human actions (2010) (15)
Dynamic rigid motion estimation from weak perspective (1995) (15)
The Golem Group/University of California at Los Angeles autonomous ground vehicle in the DARPA grand challenge (2006) (14)
Classifying Human Dynamics Without Contact Forces (2006) (14)
Reducing "Structure From Motion": a General Framework for Dynamic Vision - Part 2: Experimental Evaluation (1996) (14)
Visual path following by recursive spline updating (1997) (14)
Unsupervised multiphase segmentation: A recursive approach (2009) (14)
LaTeS: Latent Space Distillation for Teacher-Student Driving Policy Learning (2019) (14)
Curious snakes: A minimum latency solution to the cluttered background problem in active contours (2010) (14)
Information-Seeking Control Under Visibility-Based Uncertainty (2014) (14)
Semantic Video Segmentation from Occlusion Relations within a Convex Optimization Framework (2013) (14)
An Empirical Evaluation of Current Convolutional Architectures’ Ability to Manage Nuisance Location and Scale Variability (2015) (14)
Visual Scene Representations: Sufficiency, Minimality, Invariance and Deep Approximations (2014) (14)
Compatibility-aware Heterogeneous Visual Search (2021) (13)
One-Shot Integral Invariant Shape Priors for Variational Segmentation (2005) (13)
Estimating informativeness of samples with Smooth Unique Information (2021) (13)
Dynamics and Reachability of Learning Tasks (2018) (13)
Predicting Training Time Without Training (2020) (13)
Information gathering control via exploratory path planning (2012) (13)
Incremental Few-Shot Meta-learning via Indirect Discriminant Alignment (2020) (12)
3-D Shape Estimation and Image Restoration (2008) (12)
SAM: Squeeze-and-Mimic Networks for Conditional Visual Driving Policy Learning (2019) (12)
Non-holonomic model-based predictive output tracking of an unknown three-dimensional trajectory (1998) (12)
Actionable saliency detection: Independent motion detection without independent motion estimation (2012) (11)
A Simple Hierarchical Pooling Data Structure for Loop Closure (2015) (11)
SuperFloxels: A Mid-level Representation for Video Sequences (2012) (11)
Analyzing Diving: A Dataset for Judging Action Quality (2010) (10)
Partial differential equations for training deep neural networks (2017) (10)
Detecting Occlusions as an Inverse Problem (2016) (10)
Dynamic visual motion estimation from subspace constraints (1994) (10)
Visual-inertial ego-motion estimation for humanoid platforms (2012) (10)
Cavlectometry: Towards Holistic Reconstruction of Large Mirror Objects (2014) (10)
Towards Plenoptic Dynamic Textures (2003) (10)
On the Distance Between Non-stationary Time Series (2007) (9)
Harmonic Embeddings for Linear Shape Analysis (2006) (9)
Motion from fixation (1996) (9)
Learning Hierarchical Graph Neural Networks for Image Clustering (2021) (9)
Long-Range Spatio-Temporal Modeling of Video with Application to Fire Detection (2012) (9)
Reducing "structure from motion" (1996) (9)
Omni-DETR: Omni-Supervised Object Detection with Transformers (2022) (9)
Modeling Human Gaits with Subtleties (2003) (8)
The Mumford-Shah functional: from segmentation to stereo (2003) (8)
Dynamic Data Factorization (2001) (8)
Structure From Visual Motion as a Nonlinear Observation Problem (1995) (8)
Second-Order Shape Optimization for Geometric Inverse Problems in Vision (2013) (8)
Person Depth ReID: Robust Person Re-identification with Commodity Depth Sensors (2017) (8)
On the Exact Linearization of Structure From Motion (1994) (8)
The Dynamics of Differential Learning I: Information-Dynamics and Task Reachability (2018) (8)
Continual Universal Object Detection (2020) (8)
A geometric framework for dynamic vision (1996) (8)
Texture Compression (2013) (8)
Supervised Momentum Contrastive Learning for Few-Shot Classification (2021) (7)
CLAM: Coupled Localization and Mapping with Efficient Outlier Handling (2013) (7)
The Golem Group / UCLA Autonomous Ground Vehicle in the DARPA Grand Challenge (2007) (7)
Towards unsupervised detection of actions in clutter (2002) (7)
Texture representations for image and video synthesis (2015) (7)
TST/BTD: An End-to-End Visual Recognition System (2010) (7)
Lecture Notes 2. an Invitation to 3-d Vision: from Images to Models (in Preparation) Image Formation Background (7)
Information Forests (2012) (7)
Adaptive Regularization of Some Inverse Problems in Image Analysis (2017) (7)
Autocalibration and Uncalibrated Reconstruction of Shape from Defocus (2007) (6)
Region-based segmenta-tion on evolving surfaces with application to 3D shape and radiance estimation (2004) (6)
Volumetric reconstruction applied to perceptual studies of size and weight (2013) (6)
Input and Weight Space Smoothing for Semi-Supervised Learning (2018) (6)
Trivializing The Energy Landscape Of Deep Networks (2015) (6)
Visual motion estimation from point features: unified view (1995) (6)
Enforcing local context into shape statistics (2009) (6)
Dynamically Grown Generative Adversarial Networks (2021) (6)
Asymmetric Sparse Kernel Approximations for Large-Scale Visual Search (2014) (6)
Viewpoint Induced Deformation Statistics and the Design of Viewpoint Invariant Features: Singularities and Occlusions (2006) (6)
Texture Regimes for Entropy-Based Multiscale Image Analysis (2010) (6)
DeepVoxels++: Enhancing the Fidelity of Novel View Synthesis from 3D Voxel Embeddings (2020) (6)
On Viewpoint Invariance for Non-Planar Scenes (2005) (5)
Representation Consolidation for Training Expert Students (2021) (5)
Visual Correspondence, the Lambert-Ambient Shape Space and the Systematic Design of Feature Descriptors (2014) (5)
Visual Scene Representations: Scaling and Occlusion in Convolutional Architectures (2014) (5)
Observability of shape from focus (1998) (5)
Incremental Meta-Learning via Indirect Discriminant Alignment (2020) (5)
Steps Towards a Theory of Visual (2011) (5)
Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates (2021) (5)
Stereoscopic Universal Perturbations across Different Architectures and Datasets (2021) (5)
On the Design and Analysis of Multiple View Descriptors (2013) (4)
VOICED: Depth Completion from Inertial Odometry and Vision (2019) (4)
On the Blind Classification of Time Series (2007) (4)
A Geometric Interpretation of Stochastic Gradient Descent Using Diffusion Metrics (2019) (4)
Controlled Recognition Bounds for Scaling and Occlusion Channels (2011) (4)
Reconstruction from Two Calibrated Views (2004) (4)
Visual Scene Representations: Contrast, Scaling and Occlusion (2014) (4)
Dynamic Texture Modeling (4)
Multiple Instance Filtering (2011) (4)
Fast planar object detection and tracking via edgel templates (2012) (4)
Time Warping Under Dynamic Constraints (2007) (4)
System-Theoretic Aspects of Dynamic Vision (1995) (4)
Incremental Learning for Metric-Based Meta-Learners (2020) (4)
Joint Priors for Variational Shape and Appearance Modeling (2007) (4)
Robust Surface Reconstruction (2016) (4)
Harnessing Unrecognizable Faces for Improving Face Recognition (2021) (4)
Correspondence Transfer for the Registration of Multimodal Images (2007) (4)
Scalable Dense Large-Scale Mapping and Navigation (2010) (4)
Zero Shot Learning with the Isoperimetric Loss (2019) (4)
Dynamic Estimation of Rigid Motion from Perspective Views via Recursive Identification of Exterior Differential Systems with Parameters on a Topological Manifold (1994) (4)
Visual Scene Representations: Sufficiency, Minimality, Invariance and Approximation with Deep Convolutional Networks (2014) (3)
Step-by-Step Building of a 3-D Model from Images (2004) (3)
Video upscaling via spatio-temporal self-similarity (2012) (3)
Modeling Visual Representations: Defining Properties and Deep Approximations (2016) (3)
Multi-Label Segmentation via Residual-Driven Adaptive Regularization (2017) (3)
Méthode de ``Fast Marching'' générique pour le ``Shape From Shading'' (2006) (3)
Real-time virtual object insertion (2001) (3)
Observability, Identifiability, Sensitivity and Model Reduction For Vision-Assisted Inertial Navigation (2013) (3)
Optimal and Suboptimal Structure From MotionStefano (1997) (3)
Combining Topological and Geometric Features of Mammograms to Detect Masses (2004) (3)
Nonlinearly Constrained MRFs: Exploring the Intrinsic Dimensions of Higher-Order Cliques (2013) (3)
Multiple-view geometry for image-based modeling (2004) (3)
Mumford-Shah on the Move : Region-based Segmentation on Deforming Manifolds with Application to 3-D Reconstruction of Shape and Appearance from Video (2006) (3)
Editorial for the Special Issue on Photometric Analysis for Computer Vision (2009) (2)
Stochastic batch size for adaptive regularization in deep network optimization (2020) (2)
Feature tracking and object recognition on a hand-held (2010) (2)
The Dynamic Distance Between Learning Tasks : ∗ From Kolmogorov Complexity to Transfer Learning via Quantum Physics and the Information Bottleneck of the Weights of Deep Networks (2019) (2)
Closing the Recognition Loop : Recognizing and Searching for Objects in the Real World (2010) (2)
Representation of a Three-Dimensional Moving Scene (2004) (2)
Meta-analysis of Continual Learning (2019) (2)
Entropy-Scale Profiles for Texture Segmentation (2011) (2)
Uniform Sampling over Episode Difficulty (2021) (2)
Redundant Information Neural Estimation (2021) (2)
WITHDRAWN: Video-based descriptors for object recognition (2012) (2)
Time-Supervised Primary Object Segmentation (2020) (2)
Block-Cyclic Stochastic Coordinate Descent for Deep Neural Networks (2017) (2)
Towards Robust and Physically Plausible Shaded Stereoscopic Segmentation (2006) (2)
DIVA: Dataset Derivative of a Learning Task (2021) (2)
Finding Structure in Point Cloud Data with the Robust Isoperimetric Loss (2019) (2)
Scene-Aware Video Modeling and Compression (2012) (2)
SABER: Data-Driven Motion Planner for Autonomously Navigating Heterogeneous Robots (2021) (2)
Using Bilinear Models for View-invariant Identity Recognition from Gait (2005) (2)
Correction to: "Reducing 'Structure From Motion': A General Framework for Dynamic Vision Part 2: Implementation and Experimental Assessment" (1998) (1)
Image Primitives and Correspondence (2004) (1)
Learning Riemannian Metrics for Classification of Dynamical Models (2005) (1)
Time Warping Under Dynamic Constraints With Application to Non-Stationary Action Alignment and Classification (2007) (1)
Observability, Identifiability and Sensitivity of Vision-Aided Navigation (2013) (1)
Does Monocular Depth Estimation Provide Better Pre-training than Classification for Semantic Segmentation? (2022) (1)
Edgel templates for fast planar object detection and pose estimation (2011) (1)
Cataloging Birds in Their Natural Habitat (2010) (1)
Filtering on Lie Groups (2000) (1)
Categorization in natural time-varying image sequences (2009) (1)
Feature Tracks are not Zero-Mean Gaussian (2023) (1)
Estimation of Multiple Motions from Two Views (2004) (1)
Exploiting Temporal Redundancy of Visual Structures for Video Compression (2015) (1)
Visual Feedback (2020) (1)
A Linear Systems Approach to Imaging Through Turbulence (2013) (1)
Region Matching and Tracking under Deformations or Occlusions (2003) (1)
Where is the Information in a Deep Network (2019) (1)
Risk-Averse MPC via Visual-Inertial Input and Recurrent Networks for Online Collision Avoidance (2020) (1)
Snippets of system identification in computer vision (2003) (1)
A dynamic texture model for imaging through turbulence (2011) (1)
Exploring Tradeoffs in Accuracy, Energy and Latency of SIFT in Wireless Camera Networks (2007) (1)
How Well Can a CNN Marginalize Simple Nuisances It is Designed for? (2015) (1)
Spectral Embedding of Graph Networks (2020) (1)
Modeling Dynamic Scenes: An Overview of Dynamic Textures (2006) (1)
Mumford-Shah for Segmentation and Stereo (2003) (1)
Spatial Class Distribution Shift in Unsupervised Domain Adaptation: Local Alignment Comes to Rescue (2020) (1)
Spatial mapping of mitochondrial networks and bioenergetics in lung cancer (2023) (1)
Proceedings Workshop on Photometric Analysis for Computer Vision (PACV'2007) (2007) (1)
Understanding the spatio-temporal structure of human actions (2011) (1)
Self-Occlusion and Disocclusion in Causal Video Object Segmentation (2015) (1)
Learned Uncertainty Calibration for Visual Inertial Localization (2021) (1)
Geometry and Reconstruction from Symmetry (2004) (1)
Not Just Streaks: Towards Ground Truth for Single Image Deraining (2022) (1)
Modeling Visual Representations : Sufficiency , Minimality , Invariance and Deep Approximation (2015) (1)
The Accommodation Cue in Vision (1999) (1)
Nonparametric Representations for Integrated Inference, Control, and Sensing (2015) (0)
The AI Driving Olympics at NIPS 2018 (0)
Visual Composite Set Detection Using Part-and-Sum Transformers (2021) (0)
Generalization (2020) (0)
Controlled Visual Sensing and Exploration (2015) (0)
Dynamic Vision for Control (2006) (0)
Meaningful Correspondence , Local Contex and Shape Statistics in Deformable Templates (2007) (0)
Recursive Mot ion Est irnat ion on the Essential Manifold * (0)
KALMANSAC : Causal Inference of Dynamic Processes Drowned in Outliers With Application to Tracking and Real-time Structure From Motion (2005) (0)
Classifying Gaits Without Contact Forces (2006) (0)
Learning Riemannian Metrics for Classication of (2011) (0)
Visual-Inertial Scene Representations (2016) (0)
Towards Automated Analysis of Minirhizotron Images (2005) (0)
Encoding scene structures for video compression (2012) (0)
Supplementary Material of Unsupervised Domain Adaptation via Regularized Conditional Alignment (2019) (0)
Adventures in Automating Ecological Image Analysis (TER 3) (2006) (0)
Multiple-View Geometry of Points and Lines (2004) (0)
Visual Detection and Classification of Humans , Their Pose and Their Motion (2008) (0)
Mthode de "Fast Marching" gnrique pour "Shape From Shading (2006) (0)
Supplementary Materials S2F: Slow-To-Fast Interpolator Flow (2017) (0)
\ MFm " : 3-D Motion From 2-D MotionCausally Integrated Over TimePart II : ImplementationAlessandro (2000) (0)
Disentangled Image Generation for Unsupervised Domain Adaptation (2020) (0)
Detecting Occlusions as an Inverse Problem (2015) (0)
SIP4: Towards Automated Analysis of Minirhyzotron Images (2005) (0)
Visual-Inertial Semantic Scene Representation UCLA TR CSD160005 (2016) (0)
Appendix: A Baseline for Few-Shot Image Classification (2019) (0)
Vision for Control: Optimality and Usability (2003) (0)
Title Region-based segmentation on evolving surfaces with application to 3 D shape and radiance estimation Permalink (2004) (0)
Harnessing Unrecognizable Faces for Face Recognition (2021) (0)
Segmentation of 3 D MR Images of the Brain Using a PCA Atlas and Nonrigid Registration (2010) (0)
Curious Active Contours (2009) (0)
Contrastive Neighborhood Alignment (2022) (0)
Äääööòòòòò Óöñùððøøóò Óó Aeóòòóðóòóññ Èøø Óððóûûòò (2007) (0)
Classifying Human Dynamics Without Contact Forces UCLA CSD-TR 050045 (2005) (0)
Graph Spectral Embedding using the Geodesic Betweeness Centrality (2022) (0)
SIP0: CENS Sensor Information Processing Research Overview (2005) (0)
Representation of a Three Dimensional Moving Scene Invitation to 3d Vision: from Images to Models (in Preparation) (0)
2005 Conference on Computer Vision and Pattern Recognition CVPR 2005 (2008) (0)
Quantifying VIO Uncertainty (2023) (0)
Motion from \x" by Compensating \y" a Uniied Framework for Motion Estimation from Image Sequences by Compensating for the Image-motion of a Point, a Line or a Plane (2007) (0)
Information-Seeking Control Under Visibility-Based Uncertainty (2013) (0)
, 1994 " Dynamic Estimation of Rigid Motion from Perspective Views via Recursive Identification of Exterior Differential Systems with Parameters on a Topological Manif old " (1994) (0)
DYNAMIC VISION FOR CONTROL AFOSR FA9550-09-1-0427 (2012) (0)
Scene Uncertainty and the Wellington Posterior of Deterministic Image Classifiers (2021) (0)
Motion from Fixations ' (2007) (0)
Zecchina Learning by Local Entropy Maximization : the effective landscape of neural networks learning algorithms (2017) (0)
Global Motion Registration via Long-term Photometric Memory (2007) (0)
Occlusion Detection by Temporal Integration of Optical Flow (2014) (0)
From Dynamic Texture to Dynamic Shape and Appearance Models: An Overview (2008) (0)
Unsupervised Depth Completion with Calibrated Backprojection Layers SUPPLEMENTARY MATERIALS (2021) (0)
MARL-PPS: Multi-agent Reinforcement Learning with Periodic Parameter Sharing (2019) (0)
A Theory of Local Matching: SIFT and Beyond (2016) (0)
Motion from "X" by Compensating "Y" (1995) (0)
Finding categories (2010) (0)
ICPSAC: A New Robust and Accurate Registration Algorithm (2007) (0)
Evaluation of Imagers in a Biological Sensing Deployment (2007) (0)
A variational framework for reconstructing complex 3-D shape and photometry from multiple images (2004) (0)
Gacs-Korner Common Information Variational Autoencoder (2022) (0)
New Results - Functional imaging for observing brain activity (2006) (0)
Bilateral Cyclic Constraint and Adaptive Regularization for Learning a Monocular Depth Prior Technical Report # 180004 May 18 , 2018 (2018) (0)
EXPLORINGTRADEOFFSINACCURACY,ENERGY AND LATENCYOF SCALEINVARIANTFEATURETRANSFORM INWIRELESSCAMERA NETWORKS (2007) (0)
Stain-invariant self supervised learning for histopathology image analysis (2022) (0)
15 NOTE THE UNUSUAL TIME (2019) (0)
Information in the Weights of a Deep Network, and its consequences for transfer learning and critical learning periods (2019) (0)
Local, non-local and global methods in image reconstruction (2010) (0)
Transfer for the Registration of Multimodal Images (2007) (0)
Adaptive Discretizations for Vision (2016) (0)
Visual-Inertial Semantic Repres4ntations (2016) (0)
Controllable Visual Cues (2003) (0)
Towards Ground Truth for Single Image Deraining (2022) (0)
Dynamical Models for Human Gait Synthesis (2005) (0)
Analysis-Driven Design of Representations For Sensing-Action Systems (2017) (0)
Adaptive Multiscale Discretizations for Vision (2016) (0)
High Performance Feature Detection on a Reconfigurable Co-Processor (2006) (0)
Adaptive Discretizations for Non-smooth Variational Vision (2017) (0)
Controlling Beauty - Perceptual Representation and Control of Geometric Shape Spaces (2001) (0)
Depth Estimation vs Classification as Pre-training for Semantic Segmentation (2022) (0)
Small Lesion Segmentation in Brain MRIs with Subpixel Embedding (2021) (0)
Sparse Occlusion Detection with Optical Flow (2011) (0)
Extension to General Incidence Relations (2004) (0)
Supplementary Material for Compatibility-aware Heterogeneous Visual Search (2021) (0)
Vision Based Navigation (2003) (0)
Système et procédés de reconnaissance visuelle de bout en bout (2011) (0)
STRUCTURE FROM VISUAL MOTION AS A NONLINEAR OBSERVATION PROBLEM 11Research sponsored by NSF NYI Award, NSF ERC in Neuromorphic Systems Engineering at Caltech, ONR grant N00014-93-1-0990. (1995) (0)
Editorial (2007) (0)
Visual Localization and Mapping with Multiple View Features (2004) (0)
Towards Differential Relational Privacy and its use in Question Answering (2022) (0)
A mid-level representation of visual structures for video compression (2016) (0)
Visual Information Theory and Visual Representation for Achieving Provable Bounds in Vision-Based Control and Decision (2014) (0)
Depth from Brightness of Moving Images (1995) (0)
Robust and Efficient Recovery of Rigid Motion from Subspace Constraints Solved using Recursive Identification of Nonlinear Implicit Systems (1994) (0)
Dynamical Systems in Video Analysis (2014) (0)
Motion from " X " by Compensating CCY , , * (1995) (0)

This paper list is powered by the following services:

Other Resources About Stefano Soatto

What Schools Are Affiliated With Stefano Soatto?

Stefano Soatto is affiliated with the following schools:

Stefano Soatto's Academic­Influence.com Rankings

Why Is Stefano Soatto Influential?

Stefano Soatto's Published Works

Published Works

Other Resources About Stefano Soatto

What Schools Are Affiliated With Stefano Soatto?

Stefano Soatto's AcademicInfluence.com Rankings